{"id":"ftl2-runs-ansible-modules-without-yaml","text":"FTL2 runs Ansible collection modules directly from Python async/await code without YAML playbooks, achieving 3-17x faster execution than ansible-playbook.","truth_value":"IN","source":"entries/2026/03/11/automation.md","source_url":"","source_hash":"25026b86e8ed2e95","justifications":[],"dependents":[],"metadata":{},"explanation":{"steps":[{"node":"ftl2-runs-ansible-modules-without-yaml","truth_value":"IN","reason":"premise"}]}}